Intelligent Systems
Machine learning algorithms and artificially intelligent (AI) systems are an emerging value creator across a wide range industries, with practical applications ranging from medical diagnostics to high-speed trading. In today's data-driven world, intelligent systems have the power to transform businesses, but their proper implementation is crucial to avoid potentially costly errors. Barr Group's team of expert software engineers, computer engineers, and computer scientists is intimately familiar with machine learning technologies including:
- Machine vision / image recognition
- Speech and facial recognition
- Deep learning neural networks
- Transformer models (e.g., BERT and GPT-3 / LLM)
- Natural language processing (NLP)
- Computer vision and autonomous systems
- Knowledge representation and reasoning (expert systems)
- Probabilistic inference and dynamic Bayesian networks
Barr Group's experts are familiar with all of the specialized processing platforms used for high-performance machine learning, such as GPU (Graphics Processing Unit) chips from Nvidia and other manufacturers, along with programming languages like Python, Java, C++, R, Julia, and Scala. And our electrical and computer engineering experts are just as comfortable reviewing electronic circuits and ASIC designs, including in the Verilog and VHDL languages. They are also well-versed in handling diverse training datasets and conducting in-depth data analysis for machine learning applications.
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Expert Witness Services
Barr Group's artificial intelligence experts support plaintiffs and defendants in litigation in U.S. District Courts and State Courts, at the International Trade Commission (ITC), and before the Patent Trial and Appeal Board (PTAB) as well as in arbitration. Our services include:
- Technical assistance with drafting of discovery requests
- Software source code review and analysis
- Source code comparisons for copyright and trade secret theft
- Analysis of electronics and related design documents
- Prior art review for patent invalidity
- Reverse engineering, including disassembly of binary code
- Expert reports, declarations, and witness statements
- Testimony at deposition, oral hearings, and trials
Our experience with artificial intelligence and machine learning algorithms is extensive and includes source code analysis and expert testimony in patent and trade secrets litigation.
Barr Group has a demonstrated ability to quickly activate one or more code reviewers to match the size, scope, and complexity of any project.
Further Reading
- To Err Is Human, To Err at Scale Is AI
- AI Agent Teams Finished My Sci-Fi Novel in 12 Hours
- Are AI Prompts Discoverable? A Federal Ruling and the Expert Work-Product Question
The following is a representative subset of Barr Group's experts who have experience designing and/or testifying about these technologies:
Artificial Intelligence Expert Witness List
The following is a representative subset of Barr Group's experts who have experience designing and/or testifying about these technologies:
Professor of electrical and microelectronic engineering with over thirty years of combined academic, industrial and consulting experience in the fields of…
Professor of electrical and computer engineering with over twenty-five years of experience in materials science, systems engineering, and design of…
Professor of computer science with over two decades of experience at the forefront of the analysis and processing of electronic documents and document images.
Professor of electrical and computer engineering and expert in architectural paradigms and technologies for high-performance computing and distributed computing.…
Professor of computer science and applied mathematics as well as a high-performance computing expert with more than thirty years of experience. Has significant…
Professor of electrical engineering with more than four decades of experience in the field of digital image and video…
Former professor of software engineering with more than 25 years of hands-on technology development experience for a range of industries. Has specialized…
Electrical engineer and seasoned software developer with experience as a university professor and researcher. Has…
Distinguished professor of computer science with expertise in electronic voting, artificial intelligence, digital libraries, and electronic payment and e…
Professor of electrical engineering and computer science with more than twenty-five years of experience in industry and…